Articles.
Actionable strategies for $500k+ operators building AI systems into their business.
No fluff. No hype. Every article answers a specific question and ends with something you can act on.
- AI Implementation
Company Knowledge Chatbot: 90 Days From Pilot to Production
Build a company knowledge chatbot in 90 days. A founder-led path from pilot to production, with knowledge base chatbot permission checks on restricted files.
Read articleJKJames Killick8 min read - AI Implementation
AI Prototyping for Business: A 90-Day Plan for Founders
AI prototyping for business gets you a working AI proof of concept in 90 days. Turn your method into agent workflows and track quality and hours saved.
Read articleJKJames Killick8 min read - AI Tools
RAG vs Fine-Tuning: How to Choose and Ship in 90 Days
RAG vs fine-tuning explained with plain decision rules, a ship checklist and a 90 day view. See which one fits your changing facts, your tone and your budget.
Read articleJKJames Killick8 min read - AI Tools
LLM Selection: Test 20 to 50 Real Queries Before You Pick
LLM selection made simple: screen models with benchmarks, then run 20 to 50 real queries to find one that fits your cost, quality and governance limits.
Read articleJKJames Killick8 min read - AI Implementation
AI SaaS Integration: A 90-Day Plan for Founders
AI SaaS integration for founders: add AI to your own product in 90 days with an orchestrator, secure RAG, tenant isolation and NIST-aligned governance.
Read articleJKJames Killick7 min read - AI Implementation
AI System Governance: A 90-Day Plan for NIST and ISO
AI system governance in 90 days: list every AI tool, name one owner, write four policies and track risk. An AI governance framework mapped to NIST and ISO.
Read articleJKJames Killick10 min read - AI Implementation
AI Coaching Assistant: Pilot With 5 Clients in 6 Weeks
An AI coaching assistant should take the admin, not the coaching. See what coaching automation tools can own, what the research says, and a six-week pilot.
Read articleJKJames Killick9 min read - AI Implementation
5 AI Performance Benchmarks Every $1M+ Founder Should Track
Five numbers tell you if AI is working in your business. Measure them for two weeks before you change anything, then prove the gain against your own baseline.
Read articleJKJames Killick9 min read - AI Tools
Vector Database for RAG: 5 Benchmarks to Run First
There is no best vector database for RAG. There is the one that fits your questions, your data and your budget. Here are the five tests that tell you which.
Read articleJKJames Killick9 min read - AI Implementation
AI Automation Cost in 2026: Why the Bill Is 3x the Tokens
How much does AI automation cost in 2026? EY puts the full bill at about 3x the token invoice. See four budget bands and a simple way to forecast yours.
Read articleJKJames Killick8 min read - AI Implementation
AI SOP Extraction: Days of Work Down to Under 2 Hours
AI SOP extraction turns long guideline documents into rules, checklists and training files in under two hours, with humans checking the hard parts.
Read articleJKJames Killick8 min read - AI Orchestration
Design Multi-Agent Workflows With Six-Field Handoffs
Design multi-agent workflows that hold up: start with one agent, give every handoff a six-field contract, and gate only where mistakes cost the most.
Read articleJKJames Killick7 min read
Showing 12 of 238 articles. Page 3 of 20
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